Naturally tracks your experiments,
extracts important parameters and results automagically,
creates beautiful charts from your work and
keeps you focused on the important stuff.
cnvrg Research Assistant:
- Saves time.
- Focus on the important things, stay away from grunt work.
- Makes work more fun & easy.
- All environments as one.
How to trigger cnvrg Research Assistant?
The research assistant will automatically go over your code and Standard Output and experiments and extract valuable information. There is no need to activate anything!
The research assistant knows to work with SciKit, Keras, TensorFlow, Caffe and more!
If you want to make sure that the cnvrg research assistant extracts your information, follow these instruction:
For extracting tags, simply print to STDOUT:
cnvrg_tag_precision: 0.9 and the Research Assistant will automatically transform it to a precision tag with value of 0.9.
For beautiful dynamic line charts, that are updated according to your output dynamically, print the following to STDOUT:
cnvrg_linechart_computingPie key: "epoch 1" value: "3.14"
Print this formatted line for each new data point.
Or, use a shorter format (without key):
cnvrg_linechart_computingPie value: "3.14"
Fun Fact: Experiment Page, including Tags and Charts is being updated periodically - so you can track your charts live.